The invitation sat on Amelia's fridge, a cheerful splash of color mocking her. Liam's party. Laser tag, pizza, the whole shebang. On the same day as hers. A quiet dinner at that new Italian place. Just a few close friends, a chance to actually *talk*. She slammed the fridge door a little harder than necessary.

Her carefully crafted seating plan felt suddenly flimsy, inadequate. Amelia imagined Liam's boisterous laughter, the flashing lights, the organized chaos. She, in contrast, envisioned polite smiles and forced conversation. A knot tightened in her stomach.

She found herself meticulously cleaning her apartment, scrubbing the already spotless countertops with unnecessary vigor. The scent of lemon cleaner did little to soothe her. Each wipe was a frustrated breath exhaled.

The phone buzzed with a text from Liam: "So hyped for your party! See you there!" Amelia almost deleted it before responding, a clipped "See you there." The tiny letters mocked her.

Emotion: resentful

Cluster: Shame / Guilt
PC1 (Valence): -1.47 Negative
PC2 (Disposition): 1.50

Role in Research

This story is one of 1,000 stories generated for the emotion resentful. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 resentful stories, after denoising with neutral dialogue baselines, produces the resentful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the resentful vector is projected through the unembedding matrix.

Promoted:
S0.485
aggravated0.263
0.261
👎0.245
L0.241
Suppressed:
own-0.318
soon-0.225
随后-0.225
serendip-0.219
🤩-0.210